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論文リスト

doi title author source_title year
230 10.1001/jamaophthalmol.2018.1934 Automated Diagnosis Of Plus Disease In Retinopathy Of Prematurity Using Deep Convolutional Neural Networks Brown, James M.; Campbell, J. Peter; Beers, Andrew; Chang, Ken; Ostmo, Susan; Chan, R. V. Paul; Dy, Jennifer; Erdogmus, Deniz; Ioannidis, Stratis; Kalpathy-Cramer, Jayashree; Chiang, Michael F. Jama Ophthalmology 2018
231 10.1001/jamaophthalmol.2018.4118 Use Of Deep Learning For Detailed Severity Characterization And Estimation Of 5-Year Risk Among Patients With Age-Related Macular Degeneration Burlina, Philippe M.; Joshi, Neil; Pacheco, Katia D.; Freund, David E.; Kong, Jun; Bressler, Neil M. Jama Ophthalmology 2018
233 10.1001/jamaophthalmol.2019.2004 Performance Of A Deep-Learning Algorithm Vs Manual Grading For Detecting Diabetic Retinopathy In India Gulshan, Varun; Rajan, Renu P.; Widner, Kasumi; Wu, Derek; Wubbels, Peter; Rhodes, Tyler; Whitehouse, Kira; Coram, Marc; Corrado, Greg; Ramasamy, Kim; Raman, Rajiv; Peng, Lily; Webster, Dale R. Jama Ophthalmology 2019
234 10.1001/jamaophthalmol.2019.2923 Diagnostic Accuracy Of Community-Based Diabetic Retinopathy Screening With An Offline Artificial Intelligence System On A Smartphone Natarajan, Sundaram; Jain, Astha; Krishnan, Radhika; Rogye, Ashwini; Sivaprasad, Sobha Jama Ophthalmology 2019
235 10.1001/jamaophthalmol.2019.3501 Development And Validation Of A Deep Learning System To Detect Glaucomatous Optic Neuropathy Using Fundus Photographs Liu, Hanruo; Li, Liu; Wormstone, I. Michael; Qiao, Chunyan; Zhang, Chun; Liu, Ping; Li, Shuning; Wang, Huaizhou; Mou, Dapeng; Pang, Ruiqi; Yang, Diya; Zangwill, Linda M.; Moghimi, Sasan; Hou, Huiyuan; Bowd, Christopher; Jiang, Lai; Chen, Yihan; Hu, Man; Xu, Yongli; Kang, Hong; Ji, Xin; Chang, Robert; Tham, Clement; Cheung, Carol; Ting, Daniel Shu Wei; Wong, Tien Yin; Wang, Zulin; Weinreb, Robert N.; Xu, Mai; Wang, Ningli Jama Ophthalmology 2019
3082 10.1016/j.ajo.2018.10.007 Using Deep Learning And Transfer Learning To Accurately Diagnose Early-Onset Glaucoma From Macular Optical Coherence Tomography Images Asaoka, Ryo; Murata, Hiroshi; Hirasawa, Kazunori, 0000-0001-5100-005X; Fujino, Yuri, 0000-0001-6082-0738; Matsuura, Masato, 0000-0002-6120-1100; Miki, Atsuya, 0000-0002-5618-7287; Kanamoto, Takashi; Ikeda, Yoko; Mori, Kazuhiko; Iwase, Aiko, 0000-0001-5950-4260; Shoji, Nobuyuki, 0000-0002-3719-0376; Inoue, Kenji; Yamagami, Junkichi, 0000-0001-5411-7210; Araie, Makoto American Journal Of Ophthalmology 2019
8716 10.1016/j.ophtha.2018.01.023 Efficacy Of A Deep Learning System For Detecting Glaucomatous Optic Neuropathy Based On Color Fundus Photographs Li, Zhixi; He, Yifan; Keel, Stuart; Meng, Wei; Chang, Robert T.; He, Mingguang, 0000-0002-6912-2810 Ophthalmology 2018
8717 10.1016/j.ophtha.2018.01.034 Grader Variability And The Importance Of Reference Standards For Evaluating Machine Learning Models For Diabetic Retinopathy Krause, Jonathan; Gulshan, Varun; Rahimy, Ehsan; Karth, Peter; Widner, Kasumi; Corrado, Greg S.; Peng, Lily; Webster, Dale R. Ophthalmology 2018
8718 10.1016/j.ophtha.2018.02.037 A Deep Learning Algorithm For Prediction Of Age-Related Eye Disease Study Severity Scale For Age-Related Macular Degeneration From Color Fundus Photography Grassmann, Felix; Mengelkamp, Judith; Brandl, Caroline; Harsch, Sebastian; Zimmermann, Martina E., 0000-0002-6916-4404; Linkohr, Birgit, 0000-0002-3387-5685; Peters, Annette; Heid, Iris M.; Palm, Christoph; Weber, Bernhard H.F. Ophthalmology 2018
8720 10.1016/j.ophtha.2018.11.015 Deepseenet: A Deep Learning Model For Automated Classification Of Patient-Based Age-Related Macular Degeneration Severity From Color Fundus Photographs Peng, Yifan, 0000-0001-9309-8331; Dharssi, Shazia; Chen, Qingyu; Keenan, Tiarnan D.; Agron, Elvira; Wong, Wai T., 0000-0003-0681-4016; Chew, Emily Y., 0000-0003-0999-9802; Lu, Zhiyong Ophthalmology 2019
8721 10.1016/j.ophtha.2018.11.016 Using A Deep Learning Algorithm And Integrated Gradients Explanation To Assist Grading For Diabetic Retinopathy Sayres, Rory; Taly, Ankur; Rahimy, Ehsan; Blumer, Katy, 0000-0002-1360-0940; Coz, David; Hammel, Naama; Krause, Jonathan; Narayanaswamy, Arunachalam; Rastegar, Zahra; Wu, Derek; Xu, Shawn; Barb, Scott; Joseph, Anthony, 0000-0002-5417-1062; Shumski, Michael; Smith, Jesse; Sood, Arjun B.; Corrado, Greg S.; Peng, Lily; Webster, Dale R. Ophthalmology 2019
8723 10.1016/j.ophtha.2018.12.033 From Machine To Machine Medeiros, Felipe A.; Jammal, Alessandro A., 0000-0001-5341-8353; Thompson, Atalie C. Ophthalmology 2019
8727 10.1016/j.ophtha.2019.07.024 Deep Learning And Glaucoma Specialists Phene, Sonia; Dunn, R. Carter; Hammel, Naama; Liu, Yun; Krause, Jonathan; Kitade, Naho; Schaekermann, Mike; Sayres, Rory; Wu, Derek J.; Bora, Ashish; Semturs, Christopher; Misra, Anita; Huang, Abigail E.; Spitze, Arielle; Medeiros, Felipe A.; Maa, April Y.; Gandhi, Monica; Corrado, Greg S.; Peng, Lily; Webster, Dale R. Ophthalmology 2019
10579 10.1016/s2589-7500(19)30004-4 Artificial Intelligence Using Deep Learning To Screen For Referable And Vision-Threatening Diabetic Retinopathy In Africa: A Clinical Validation Study Bellemo, Valentina; Lim, Zhan W; Lim, Gilbert; Nguyen, Quang D; Xie, Yuchen; Yip, Michelle Y T; Hamzah, Haslina; Ho, Jinyi; Lee, Xin Q; Hsu, Wynne; Lee, Mong L; Musonda, Lillian; Chandran, Manju; Chipalo-Mutati, Grace; Muma, Mulenga; Tan, Gavin S W; Sivaprasad, Sobha; Menon, Geeta; Wong, Tien Y; Ting, Daniel S W The Lancet Digital Health 2019
14650 10.1038/s41591-018-0107-6 Clinically Applicable Deep Learning For Diagnosis And Referral In Retinal Disease Nature Medicine 2018
14896 10.1038/s41598-018-35044-9 Performance Of Deep Learning Architectures And Transfer Learning For Detecting Glaucomatous Optic Neuropathy In Fundus Photographs Christopher, Mark; Belghith, Akram; Bowd, Christopher; Proudfoot, James A.; Goldbaum, Michael H.; Weinreb, Robert N.; Girkin, Christopher A.; Liebmann, Jeffrey M.; Zangwill, Linda M. Scientific Reports 2018
14929 10.1038/s41746-018-0040-6 Pivotal Trial Of An Autonomous Ai-Based Diagnostic System For Detection Of Diabetic Retinopathy In Primary Care Offices Abramoff, Michael D., 0000-0002-3490-0037; Lavin, Philip T.; Birch, Michele; Shah, Nilay; Folk, James C. Npj Digital Medicine 2018
14931 10.1038/s41746-019-0099-8 Deep Learning Versus Human Graders For Classifying Diabetic Retinopathy Severity In A Nationwide Screening Program Ruamviboonsuk, Paisan; Krause, Jonathan; Chotcomwongse, Peranut; Sayres, Rory; Raman, Rajiv; Widner, Kasumi; Campana, Bilson J. L.; Phene, Sonia; Hemarat, Kornwipa; Tadarati, Mongkol, 0000-0003-3337-0625; Silpa-Archa, Sukhum; Limwattanayingyong, Jirawut; Rao, Chetan; Kuruvilla, Oscar; Jung, Jesse; Tan, Jeffrey, 0000-0001-9939-9506; Orprayoon, Surapong; Kangwanwongpaisan, Chawawat; Sukumalpaiboon, Ramase; Luengchaichawang, Chainarong; Fuangkaew, Jitumporn; Kongsap, Pipat; Chualinpha, Lamyong; Saree, Sarawuth; Kawinpanitan, Srirut; Mitvongsa, Korntip; Lawanasakol, Siriporn; Thepchatri, Chaiyasit; Wongpichedchai, Lalita; Corrado, Greg S.; Peng, Lily; Webster, Dale R. Npj Digital Medicine 2019